Autonomy Perception Engineer - CV / 3D Reconstruction
South San Francisco, California, USA
USD 180K-265K Mid-level Full Time
Tasks
- Build evaluation and validation infrastructure
- Build semantic and geometric world models
- Design cloud side autonomy pipelines
- Drive experimentation
- Generate high fidelity priors
- Integrate models into fleet autonomy systems
- Lead architectural decisions
- Learn customer preferences
- Model 3D geometry
- Perform semantic segmentation
- Predict deliverability
- Reduce onboarding friction for new customers
- Train and deploy machine learning models
Perks/Benefits
- Dental insurance
- Equity compensation
- Medical insurance
- Overtime pay
- Paid time off
- Performance bonus
- Vision insurance
Skills/Tech-stack
3D Geometry | Camera Calibration | Computer Vision | Convolutional Neural Networks | Data Annotation | Deep learning | Distributed Training | Epipolar geometry | MLOps | Mapping | Model Evaluation | Neural Networks | Remote Sensing | Satellite imagery | Semantic Segmentation | Structure from Motion | Transformers
Education
N/A
Roles
Regions
Countries
States
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